The Unstructured Data Problem Slowing AI Adoption

90% of enterprise data is unstructured. Less than 10% reaches AI.¹ The bottleneck isn't the data. It's the ETL tax of duplicating the full estate to use the fraction that matters. Annapurna inverts the model: scan in place, stage only what AI pulls.

Structure your unstructured estate

Annapurna discovers and indexes billions of files across NFS, SMB, AWS S3, Azure Blob, and other object stores. Source files stay where they are. When your AI pipeline queries the catalog, Annapurna stages only the matched subset and keeps custody from there. No bulk migration. Your storage architecture stays intact.
Data Policies

Verifiable Provenance for AI-Ready Datasets

Annapurna creates and carries lineage from the source file to the AI-ready staged dataset. Content hashes (file fingerprints), ACL records, and signed audit trails. Answer the question of which files informed any AI-ready dataset, with certainty.

Continuous Governance from Source to your AI model

Traditional ETL strips permissions in transit. Annapurna captures source access controls and surfaces them directly in the catalog for your lakehouse and upstream applications to enforce. The governance gap closes without adding another security layer to manage.
Data Policies

Pay for what your pipeline pulls, Nothing else

Pipeline costs scale 1:1 with the data your AI actually consumes. No duplicating the full estate into a lakehouse to use the fraction AI actually needs. Early customers see AI infrastructure spend align with consumption from day one.

Trusted by AI-Forward Enterprises

“In financial services, managing petabytes of distributed, regulated unstructured data was operationally limiting. Annapurna maps, governs, and indexes our estate for AI without adding another ETL stack or compromising our compliance posture."

Corey West

Chief Technology Officer, Piper Sandler & Co.

FAQ: Rubrik Annapurna

Rubrik Annapurna

Annapurna is available today for qualified enterprise partners. Talk to our team to see how it fits your estate.

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Any unreleased services or features referenced on this page are not currently available and may not be made generally available on time or at all, as may be determined in our sole discretion. Any such referenced services or features do not represent promises to deliver, commitments, or obligations of Rubrik, Inc. and may not be incorporated into any contract. Customers should make their purchase decisions based upon services and features that are currently generally available